The rapid growth of short-form clip platforms has radically transformed the media landscape. Currently, trends indicate a movement towards more interactive features, such as real-time streaming and enhanced editing applications. Considering ahead, we expect that tailored recommendations will become even substantially sophisticated, leading to focus